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    Published January 24, 2026by Rebellionai

    Dataset Cross-Attention Analyzer (v9.0) in smart trainer testing

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    announcement

    Headline: Stop guessing. Start measuring. 🧠🎯

    I’m developing the Dataset Cross-Attention Analyzer for v9.0 of my Smart LoRA Trainer! No more flat results or random layer targeting.

    How it works:
    ✅ Scans your entire folder + captions automatically.
    ✅ Uses MAX Attention (Peak Detection) to find the strongest signals.
    ✅ Identifies the exact layers responsible for your trigger word.
    ✅ Aggregates data for a perfect "Surgical Strike" training config.

    Roadmap:
    💎 Early Access: Ko-fi supporters get v9.0 first!
    🔄 Standard Update: Coming soon with Color Mapping (Smart Focus) included!

    Support the project here: [Ko-fi Link]